BlueRingsLabs /no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
- Stars
- 170 stars
- Forks
- 30 forks
- Language
- Python
- License
- OTHER
- Created
- Sep 26, 2026
- Last push
- Oct 28, 2026
- Updated
- Nov 2, 2026
- ai-engineering
- course
- data-engineering
- deep-learning
- llm
- machine-learning
- mlops
- python
- pytorch
- rag
- reinforcement-learning
- security
Admitted to the Repository Index on Oct 27, 2026: +133 stars in 7 days.
Star History
14 days recorded, Oct 21, 2026 – Nov 3, 2026 (UTC). Net change +171 stars.
The star count of each day is the latest count less the net stars of the later days.
Add this Star History to a README
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Star History chart
[](https://awesomerepos.com/BlueRingsLabs/no-shortcuts)Badge
[](https://awesomerepos.com/BlueRingsLabs/no-shortcuts)Timeline
This repository got 37 stars on Oct 26, 2026, its largest day since Oct 21, 2026.
It gained stars on 13 of the 14 days with a record.
Its largest 7 days were Oct 21, 2026 to Oct 27, 2026: 135 stars.
It reached 100 stars on Oct 26, 2026, 30 days after it was created.
- Created on the Repository Host
- +32 stars in one day
- +36 stars in one day
- Reached 100 stars
- Largest star day recorded: +37 stars
- Entered the Repository Index: +133 stars in 7 days
- Latest push
From the Repository Host's creation date and releases, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. On the chart of net stars each day, a solid line marks a release.
Forks and pushes
From 7 Observations, Oct 28, 2026 – Nov 3, 2026. Forks +6. A new push was seen on 1 of 6 days.
- Oct 29, 2026: new push
- Oct 30, 2026: no new push
- Oct 31, 2026: no new push
- Nov 1, 2026: no new push
- Nov 2, 2026: no new push
- Nov 3, 2026: no new push
A filled day: the last push time changed since the Observation before it.
Observations
What the Repository Host reported each day.
| Day (UTC) | Stars | Forks | Last push | Archived |
|---|---|---|---|---|
| Nov 3, 2026 | 170 | 30 | Oct 28, 2026 | No |
| Nov 2, 2026 | 166 | 30 | Oct 28, 2026 | No |
| Nov 1, 2026 | 164 | 29 | Oct 28, 2026 | No |
| Oct 31, 2026 | 157 | 28 | Oct 28, 2026 | No |
| Oct 30, 2026 | 141 | 24 | Oct 28, 2026 | No |
| Oct 29, 2026 | 136 | 24 | Oct 28, 2026 | No |
| Oct 28, 2026 | 136 | 24 | Sep 26, 2026 | No |